2024
On learning what to learn: Heterogeneous observations of dynamics and establishing possibly causal relations among them
Sroczynski D, Dietrich F, Koronaki E, Talmon R, Coifman R, Bollt E, Kevrekidis I. On learning what to learn: Heterogeneous observations of dynamics and establishing possibly causal relations among them. PNAS Nexus 2024, 3: pgae494. PMID: 39660076, PMCID: PMC11630787, DOI: 10.1093/pnasnexus/pgae494.Peer-Reviewed Original Research
2018
Provable approximation properties for deep neural networks
Shaham U, Cloninger A, Coifman R. Provable approximation properties for deep neural networks. Applied And Computational Harmonic Analysis 2018, 44: 537-557. DOI: 10.1016/j.acha.2016.04.003.Peer-Reviewed Original Research